diff options
Diffstat (limited to 'Master/texmf-dist/doc/latex/powerdot-tuliplab/tuliplab-P01.tex')
-rw-r--r-- | Master/texmf-dist/doc/latex/powerdot-tuliplab/tuliplab-P01.tex | 461 |
1 files changed, 461 insertions, 0 deletions
diff --git a/Master/texmf-dist/doc/latex/powerdot-tuliplab/tuliplab-P01.tex b/Master/texmf-dist/doc/latex/powerdot-tuliplab/tuliplab-P01.tex new file mode 100644 index 00000000000..2829036732b --- /dev/null +++ b/Master/texmf-dist/doc/latex/powerdot-tuliplab/tuliplab-P01.tex @@ -0,0 +1,461 @@ +% +% --------------------------------------------------------------- +% Copyright (C) 2012-2018 Gang Li +% --------------------------------------------------------------- +% +% This work is the default powerdot-tuliplab style test file in TULIP Lab and may be +% distributed and/or modified under the conditions of the LaTeX Project Public +% License, either version 1.3 of this license or (at your option) any later +% version. The latest version of this license is in +% http://www.latex-project.org/lppl.txt and version 1.3 or later is part of all +% distributions of LaTeX version 2003/12/01 or later. +% +% This work has the LPPL maintenance status "maintained". +% +% This Current Maintainer of this work is Gang Li. +% +% + +% Document Class +\documentclass[ + size=12pt, + paper=smartboard, %a4paper, smartboard, screen + mode=present, %present, handout, print + display=slides, % slidesnotes, notes, slides + style=tuliplab, % TULIP Lab style + pauseslide, + fleqn,leqno]{powerdot} + +\usepackage{amssymb} +\usepackage{amsmath} +\usepackage{rotating} +\usepackage{graphicx} +\usepackage{boxedminipage} +\usepackage{media9} +\usepackage{rotate} +\usepackage{calc} +\usepackage[absolute]{textpos} +\usepackage{psfrag,overpic} +\usepackage{fouriernc} +\usepackage{pstricks,pst-node,pst-text,pst-3d,pst-grad} +\usepackage{moreverb,epsfig,color,subfigure} +\usepackage{color} +\usepackage{pstricks} +\usepackage{pstricks-add} +\usepackage{pst-text} +\usepackage{pst-node, pst-tree} +\usepackage{booktabs} +\usepackage{etex} +\usepackage{breqn} +\usepackage{multirow} +\usepackage{gitinfo2} +% \usepackage{pst-rel-points} + +\usepackage{listings} +\lstset{frameround=fttt, +frame=trBL, +stringstyle=\ttfamily, +backgroundcolor=\color{yellow!20}, +basicstyle=\footnotesize\ttfamily} +\lstnewenvironment{code}{ +\lstset{frame=single,escapeinside=`', +backgroundcolor=\color{yellow!20}, +basicstyle=\footnotesize\ttfamily} +}{} + + +\usepackage{hyperref} +\hypersetup{ % TODO: PDF meta Data + pdftitle={Presentation Title}, + pdfauthor={Gang Li}, + pdfpagemode={FullScreen}, + pdfborder={0 0 0} +} + + +% \usepackage{auto-pst-pdf} +% package to show source code + +\definecolor{LightGray}{rgb}{0.9,0.9,0.9} +\newlength{\pixel}\setlength\pixel{0.000714285714\slidewidth} +\setlength{\TPHorizModule}{\slidewidth} +\setlength{\TPVertModule}{\slideheight} +\newcommand\highlight[1]{\fbox{#1}} +\newcommand\icite[1]{{\footnotesize [#1]}} + +\newcommand\twotonebox[2]{\fcolorbox{pdcolor2}{pdcolor2} +{#1\vphantom{#2}}\fcolorbox{pdcolor2}{white}{#2\vphantom{#1}}} +\newcommand\twotoneboxo[2]{\fcolorbox{pdcolor2}{pdcolor2} +{#1}\fcolorbox{pdcolor2}{white}{#2}} +\newcommand\vpspace[1]{\vphantom{\vspace{#1}}} +\newcommand\hpspace[1]{\hphantom{\hspace{#1}}} +\newcommand\COMMENT[1]{} + +\newcommand\placepos[3]{\hbox to\z@{\kern#1 + \raisebox{-#2}[\z@][\z@]{#3}\hss}\ignorespaces} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% title +% TODO: Customize to your Own Title, Name, Address +% +\title{Presentation Title} +\author{ +Gang Li +\\ +Deakin University +% \href{mailto:gangli@acm.org}{gangli@acm.org} +% \and % more authors +} +\date{\gitCommitterDate} + + +% Customize the setting of slides +\pdsetup{ +% TODO: Customize the left footer, and right footer +rf=\href{http://www.tulip.org.au} +{\copyright \emph{TULIP Lab} (\textsl{\gitCommitterName}\ \gitVtagn-\gitBranch)}, +cf={Presentation Title}, +} + + +% Starts the document +\begin{document} + +\maketitle + +%%========================================================================================== +%% +\begin{slide}[toc=,bm=]{Table of Content} + \tableofcontents[type=1,content=futuresections] +% \tableofcontents[content=sections] +\end{slide} +%% +%%========================================================================================== + +\section{Background} + +\begin{slide}{Pause longer} +\begin{itemize} +\item A \pause +\item B \pause[2] +\item C +\end{itemize} +\end{slide} + + +\section{Aggregation Functions} + + +%%========================================================================================== +%% +\begin{slide}{Multi-Criteria Decision Making} +\twotonebox{Problem}{\parbox{.8\textwidth} +{A customer wants to select a product +that is \emph{inexpensive}, \emph{good quality}, +and with \emph{good service}. +Choices have been narrowed down to three products +with following utility values: +}} +\smallskip +\begin{tabular}{ c| c c c | c } +\toprule +\centering +\texttt{Product} & \texttt{Price} & \texttt{Quality} & \texttt{Service} & Overall Rating \\ +\midrule +\onslide*{2}{\textcolor{red}{$P_1$}} \onslide*{-1,3-}{{$P_1$}} +& \onslide*{2}{\textcolor{red}{$0.4$}} \onslide*{-1,3-}{{$0.4$}} +& \onslide*{2}{\textcolor{red}{$0.3$}} \onslide*{-1,3-}{{$0.3$}} +& \onslide*{2}{\textcolor{red}{$0.8$}} \onslide*{-1,3-}{{$0.8$}} +& \onslide*{2}{\textcolor{red}{?}} \onslide*{-1,3-}{{?}} \\ +\onslide*{3}{\textcolor{red}{$P_2$}} \onslide*{-2,4-}{{$P_2$}} +& \onslide*{3}{\textcolor{red}{$0.1$}} \onslide*{-2,4-}{{$0.1$}} +& \onslide*{3}{\textcolor{red}{$0.6$}} \onslide*{-2,4-}{{$0.6$}} +& \onslide*{3}{\textcolor{red}{$0.5$}} \onslide*{-2,4-}{{$0.5$}} +& \onslide*{3}{\textcolor{red}{?}} \onslide*{-2,4-}{{?}} \\ +\onslide*{4}{\textcolor{red}{$P_3$}} \onslide*{-3,5-}{{$P_3$}} +& \onslide*{4}{\textcolor{red}{$0.6$}} \onslide*{-3,5-}{{$0.6$}} +& \onslide*{4}{\textcolor{red}{$0.4$}} \onslide*{-3,5-}{{$0.4$}} +& \onslide*{4}{\textcolor{red}{$0.3$}} \onslide*{-3,5-}{{$0.3$}} +& \onslide*{4}{\textcolor{red}{?}} \onslide*{-3,5-}{{?}} \\ +\bottomrule +\end{tabular} +\bigskip +\begin{center} + \onslide{5}{\twotonebox{\Huge ?}{\large \emph{Which is the \textcolor{red}{best} product}}} +\end{center} +\end{slide} +%% +%%========================================================================================== + +%%========================================================================================== +%% +\begin{slide}[toc=,bm=]{Aggregation Functions --- WAM} +\twotonebox{Problem}{\parbox{.8\textwidth} +{A customer wants to select a product +that is \emph{inexpensive}, \emph{good quality}, +and with \emph{good service}. +Choices have been narrowed down to three products +with following utility values: +}} +\smallskip +\begin{tabular}{ c| c c c | c } +\toprule +\centering +\texttt{Product} & \texttt{Price} & \texttt{Quality} & \texttt{Service} & Overall Rating \\ +\midrule +\onslide*{3}{\textcolor{red}{$P_1$}} \onslide*{-2,4-}{{$P_1$}} +& \onslide*{3}{\textcolor{red}{$0.4$}} \onslide*{-2,4-}{{$0.4$}} +& \onslide*{3}{\textcolor{red}{$0.3$}} \onslide*{-2,4-}{{$0.3$}} +& \onslide*{3}{\textcolor{red}{$0.8$}} \onslide*{-2,4-}{{$0.8$}} +& \onslide*{3}{\textcolor{red}{?}} \onslide*{4-}{{$0.475$}} \\ +\onslide*{4}{\textcolor{red}{$P_2$}} \onslide*{-3,5-}{{$P_2$}} +& \onslide*{4}{\textcolor{red}{$0.1$}} \onslide*{-3,5-}{{$0.1$}} +& \onslide*{4}{\textcolor{red}{$0.6$}} \onslide*{-3,5-}{{$0.6$}} +& \onslide*{4}{\textcolor{red}{$0.5$}} \onslide*{-3,5-}{{$0.5$}} +& \onslide*{4}{\textcolor{red}{?}} \onslide*{5-}{{$0.325$}} \\ +\onslide*{5}{\textcolor{red}{$P_3$}} \onslide*{-4,6-}{{$P_3$}} +& \onslide*{5}{\textcolor{red}{$0.6$}} \onslide*{-4,6-}{{$0.6$}} +& \onslide*{5}{\textcolor{red}{$0.4$}} \onslide*{-4,6-}{{$0.4$}} +& \onslide*{5}{\textcolor{red}{$0.3$}} \onslide*{-4,6-}{{$0.3$}} +& \onslide*{5}{\textcolor{red}{?}} \onslide*{6-}{{\rnode{t1}{$0.950$}}} \\ +\midrule +\onslide*{2-}{\texttt{Weights}} +& \onslide*{2-}{$0.5$} +& \onslide*{2-}{$0.25$} +& \onslide*{2-}{$0.25$} & \\ +\bottomrule +\end{tabular} +\smallskip +\twocolumn[lcolwidth=.54\textwidth,rcolwidth=.34\textwidth] +{\scriptsize +\begin{itemize}[type=0] + \item<2-> Weighted Arithmetic Mean +% \tiny +\begin{description}[type=0] + \item[$P_1$]<3-> $0.5(0.4)+0.25(0.3)+0.25(0.8) = 0.475$\\ + \item[$P_2$]<4-> $0.5(0.1)+0.25(0.6)+0.25(0.5) = 0.325$\\ + \item[$P_3$]<5-> $0.5(0.6)+0.25(0.4)+0.25(0.3) = 0.950$ +\end{description} +\end{itemize} +} +{ +\medskip %\vspace{.5cm} +\vspace{\stretch{1}} +\onslide*{7-}{\centering \twotonebox{?}{ +\emph{the +\onslide*{7}{\textcolor{red}{best}} +\onslide*{8-}{\rnode[tc]{T1}{\textcolor{red}{best}} +\psset{arrowscale=2,arrows=->} +\nccurve[linecolor=red,angleA=45,angleB=180]{T1}{t1}} +product}}} +} +\vspace{\stretch{1}} +\end{slide} +%% +%%========================================================================================== +%%========================================================================================== +%% +\begin{slide}[toc={Choquet Integral},bm=]{Fuzzy Measure} +\twotonebox{\rotatebox{0}{Definition}}{\parbox{.8\textwidth} +{ +A \emph{fuzzy measure} is a set of functions $v: 2^N \to [0,1]$ +on all possible combinations of $n$ criteria, +which satisifies: +\begin{itemize} + \item $v(A) \le v(B)$ whenever $A \subset B$; + \item $v(\emptyset) = 0$ and $v(N) = 1$. +\end{itemize} +}} +\medskip +\onslide*{2-}{ \begin{itemize} +\item Since $A \subseteq N$ is a \emph{coalition} of criteria, +$v(A)$ represents the importance of this coalition. +\end{itemize} +} +\end{slide} +%% +%%========================================================================================== + +%%========================================================================================== +%% +\begin{slide}[toc=,bm=]{\emph{Choquet Integral} --- Summary} +\begin{itemize}[type=1] +\item<1-> The Choquet Integral generalises many important aggregation functions including +the \emph{mean}, \emph{weighted arithmetic mean}, \emph{maximum}, +\emph{minimum} and \emph{ordered weighted average}. +\begin{itemize}[type=1] +\item<2-> Unlike WAM which allocates a weight to each input, +it assigns a weight to all the subsets of inputs, +hence $2^n$ parameters. +\end{itemize} +\item<3-> \emph{K-Additivity}: +$k$-additive fuzzy measures model no interaction of groups with more than $k$ criteria +\begin{itemize}[type=1] + \item<4-> It allows an arbitrary reduction in complexity at the expense of modelling ability. + \item<5-> In the case of $3$-addivitity, +we can model the interactions of pairs and triples, +but not of larger groups. +\end{itemize} +\end{itemize} +\end{slide} +%% +%%========================================================================================== + + +\section{Application and Analysis} + +%%========================================================================================== +%% +\begin{slide}{Data Collection} +\begin{description}[type=1] +\item[Source] <1-> +\emph{Tripadvisor} website (\url{www.tripadvisor.com}) +\item[Extractor] <2-> +\emph{Visual Web Ripper} %(\url{www.visualwebripper.com}) +\item[Data] <3-> +\begin{itemize} + \item<4-> $8561$ records about ratings on \emph{Singapore} hotel \emph{features} and overall \emph{ratings}; + \item<5-> \emph{Demographic}, \emph{Region}, \emph{Travel Types}, etc +\end{itemize} +\end{description} +% \medskip +\end{slide} +%% +%%========================================================================================== + +%%========================================================================================== +%% +\begin{slide}[toc=,bm=]{Data Collection} +\begin{itemize} + \item<1-> Hotel Rating Data Collections: +\end{itemize} +\onslide*{2-} +{ \footnotesize \centering +\begin{tabular}{cccr} +\toprule +\textbf{Travel Type} & \textbf{Region} & \multicolumn{1}{c}{\textbf{Size}}\\ +\midrule +\multirow{4}{*}{Business} & Asia & $1210$ instances\\ + & Europe & $581$ instances\\ + & North America & $407$ instances \\ + & Oceania & $381$ instances\\ +\midrule + \multirow{4}{*}{Couple} & Asia & $1169$ instances\\ + & Europe & $1389$ instances\\ + &North America & $320$ instances\\ + & Oceania & $1188$ instances\\ +\midrule + \multirow{4}{*}{Family} & Asia & $951$ instances\\ + & Europe & $309$ instances\\ +& North America & $131$ instances\\ + & Oceania & $525$ instances\\ +\midrule +\multicolumn{2}{r}{\textbf{Total:}} & \textbf{8561} instances \\ +\bottomrule +\end{tabular} +} +\end{slide} +%% +%%========================================================================================== + +%%========================================================================================== +%% +\begin{slide}[toc=,bm=]{Model Evaluation} +\begin{itemize} + \item<1-> \emph{Choquet Integral} is evaluated against typical aggregation methods such as AM, WAM and OWA; + \item<2-> Evaluation using the \emph{mean absolute error} (MAE) based on $10$-fold cross validation. +\end{itemize} +\onslide*{2-} +{ \footnotesize \centering +\begin{tabular}{c c c c c} +\toprule +& &\multicolumn{3}{c}{\textbf{Data Sets}}\\ +\multicolumn{2}{c}{\textbf{Algorithms}} & Business & Couple & Family \\ +\midrule +\multicolumn{2}{c}{\textbf{AM}} &$0.0757$ & $0.0689$& $0.0706$ \\ +\multicolumn{2}{c}{\textbf{OWA}} &$0.0718$ & $0.0666$& $0.0682$ \\ +\multicolumn{2}{c}{\textbf{WAM}} &$0.0701$ & $0.0633$& $0.0665$ \\ +\midrule +\multirow{6}{*}{\textbf{CI}} +& $kadd = 1$ & $0.0701$ & $0.0633$& $0.0665$ \\ +& $kadd = 2$ & $0.0661$ & $0.0614$& $0.0646$ \\ +& $kadd = 3$ & $0.0618$ & $0.0556$& $0.0611$ \\ +& $kadd = 4$ & $0.0619$ & $0.0561$& $0.0620$ \\ +& $kadd = 5$ & $0.0579$ & $0.0541$& $0.0598$ \\ +& $kadd = 6$ & \underline{0.0576} & \underline{0.0540}& \underline{0.0591} \\ +\bottomrule +\end{tabular} +} +\end{slide} +%% +%%========================================================================================== + +\section{Conclusion} + + +\begin{slide}[toc=,bm=]{Related Resources} +\begin{thebibliography}{1} +\bibitem{LLVR12} Gang Li, Rob Law, Huy Quan Vu, Jia Rong. +Discovering the Hotel Selection Preferences of Hong Kong Inbound Travelers Using the Choquet Integral, +\emph{Tourism Management}, Accepted on 21/10/2012 +\footnote{An extensive invesigation on \emph{HK} hotels preferences.} + +\bibitem{VBL12} Huy Quan Vu, Gleb Beliakov, Gang Li. +A Choquet Ingtegral Toolbox and its Application in Customer's Preference Analysis, +in \emph{Data Mining Applications with R}, Book Chapter, \emph{Elsevier} 2013 +\footnote{RFMTool usage and a case study on \emph{Singapore} hotels preferences.} +\footnote{RFMTool: A R toolbox package publically available at TULIP Portal: \url{http://www.tulip.org.au/resources/rfmtool}} +\end{thebibliography} +\end{slide} + + +\begin{slide}[toc=,bm=]{Conclusion} +\begin{itemize} +\item This work has extended practical capability of feature-based sentiment mining; \pause + +\item introduced a new aggregation techniques for effective MCMD modeling; \pause + +\item constructed a hotel preference profile for travels from different areas and under different travel modes. +This will be also helpful for hotel managers in strategic planning and decision making. +\end{itemize} +\pause +\begin{center} +\textcolor{red}{\scalebox{1.5}{Questions?}} +\end{center} +\end{slide} + + +%%========================================================================================== +% TODO: Contact Page +\begin{wideslide}[toc=,bm=]{Contact Information} +\centering +\vspace{\stretch{1}} +\twocolumn[ +lcolwidth=0.35\linewidth, +rcolwidth=0.65\linewidth +] +{ +% \centerline{\includegraphics[scale=.2]{tulip-logo.eps}} +} +{ +\vspace{\stretch{1}} +Associate Professor \emph{Gang Li}\\ +School of Information Technology\\ +Deakin University, Geelong, Australia +\begin{description} + \item[Email] \href{mailto:gangli@acm.org} + {\textsc{\footnotesize{gangli@acm.org}}} + + \item[Lab] \href{http://www.tulip.org.au} + {\textsc{\footnotesize{Team for Universal Learning and Intelligent Processing}}} +\end{description} +} +\vspace{\stretch{1}} +\end{wideslide} + + + +\end{document} + +\endinput |